Overview

Brought to you by YData

Dataset statistics

Number of variables	27
Number of observations	19,735
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.2 MiB
Average record size in memory	224.0 B

Variable types

Numeric	27

Alerts

`RH_1` is highly overall correlated with `RH_2` and 6 other fields	High correlation
`RH_2` is highly overall correlated with `RH_1` and 6 other fields	High correlation
`RH_3` is highly overall correlated with `RH_1` and 7 other fields	High correlation
`RH_4` is highly overall correlated with `RH_1` and 7 other fields	High correlation
`RH_5` is highly overall correlated with `RH_3` and 3 other fields	High correlation
`RH_6` is highly overall correlated with `RH_3` and 12 other fields	High correlation
`RH_7` is highly overall correlated with `RH_1` and 7 other fields	High correlation
`RH_8` is highly overall correlated with `RH_1` and 7 other fields	High correlation
`RH_9` is highly overall correlated with `RH_1` and 6 other fields	High correlation
`RH_out` is highly overall correlated with `RH_6`	High correlation
`T1` is highly overall correlated with `RH_6` and 10 other fields	High correlation
`T2` is highly overall correlated with `RH_6` and 10 other fields	High correlation
`T3` is highly overall correlated with `RH_6` and 10 other fields	High correlation
`T4` is highly overall correlated with `RH_6` and 9 other fields	High correlation
`T5` is highly overall correlated with `RH_6` and 10 other fields	High correlation
`T6` is highly overall correlated with `RH_6` and 9 other fields	High correlation
`T7` is highly overall correlated with `RH_6` and 9 other fields	High correlation
`T8` is highly overall correlated with `RH_6` and 8 other fields	High correlation
`T9` is highly overall correlated with `RH_6` and 10 other fields	High correlation
`T_out` is highly overall correlated with `RH_6` and 10 other fields	High correlation
`Tdewpoint` is highly overall correlated with `RH_1` and 11 other fields	High correlation
`rv1` has unique values	Unique
`lights` has 15252 (77.3%) zeros	Zeros

Reproduction

Analysis started	2025-04-06 01:42:09.652985
Analysis finished	2025-04-06 01:43:20.341194
Duration	1 minute and 10.69 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Appliances
Real number (ℝ)

Distinct	92
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.694958

Minimum	10
Maximum	1080
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	10
5-th percentile	30
Q1	50
median	60
Q3	100
95-th percentile	330
Maximum	1080
Range	1070
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	102.52489
Coefficient of variation (CV)	1.0494389
Kurtosis	13.667863
Mean	97.694958
Median Absolute Deviation (MAD)	20
Skewness	3.3863672
Sum	1928010
Variance	10511.353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	4368	22.1%
60	3282	16.6%
40	2019	10.2%
70	1560	7.9%
80	1205	6.1%
90	1015	5.1%
100	978	5.0%
110	736	3.7%
30	723	3.7%
120	502	2.5%
Other values (82)	3347	17.0%

Value	Count	Frequency (%)
10	9	< 0.1%
20	343	1.7%
30	723	3.7%
40	2019	10.2%
50	4368	22.1%
60	3282	16.6%
70	1560	7.9%
80	1205	6.1%
90	1015	5.1%
100	978	5.0%

Value	Count	Frequency (%)
1080	1	< 0.1%
1070	1	< 0.1%
910	1	< 0.1%
900	1	< 0.1%
890	1	< 0.1%
880	1	< 0.1%
870	1	< 0.1%
860	1	< 0.1%
850	2	< 0.1%
840	1	< 0.1%

lights
Real number (ℝ)

Zeros

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8018748

Minimum	0
Maximum	70
Zeros	15252
Zeros (%)	77.3%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	20
Maximum	70
Range	70
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.9359876
Coefficient of variation (CV)	2.0873879
Kurtosis	4.4621466
Mean	3.8018748
Median Absolute Deviation (MAD)	0
Skewness	2.195155
Sum	75030
Variance	62.979899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	15252	77.3%
10	2212	11.2%
20	1624	8.2%
30	559	2.8%
40	77	0.4%
50	9	< 0.1%
70	1	< 0.1%
60	1	< 0.1%

Value	Count	Frequency (%)
0	15252	77.3%
10	2212	11.2%
20	1624	8.2%
30	559	2.8%
40	77	0.4%
50	9	< 0.1%
60	1	< 0.1%
70	1	< 0.1%

Value	Count	Frequency (%)
70	1	< 0.1%
60	1	< 0.1%
50	9	< 0.1%
40	77	0.4%
30	559	2.8%
20	1624	8.2%
10	2212	11.2%
0	15252	77.3%

T1
Real number (ℝ)

High correlation

Distinct	722
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.686571

Minimum	16.79
Maximum	26.26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	16.79
5-th percentile	19.1
Q1	20.76
median	21.6
Q3	22.6
95-th percentile	24.726455
Maximum	26.26
Range	9.47
Interquartile range (IQR)	1.84

Descriptive statistics

Standard deviation	1.6060656
Coefficient of variation (CV)	0.074058071
Kurtosis	0.16160127
Mean	21.686571
Median Absolute Deviation (MAD)	0.9
Skewness	0.12091712
Sum	427984.49
Variance	2.5794469
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	514	2.6%
21.39	484	2.5%
21.2	481	2.4%
21.5	458	2.3%
21.29	455	2.3%
20.89	435	2.2%
21.1	422	2.1%
22.2	411	2.1%
21.89	407	2.1%
22	401	2.0%
Other values (712)	15267	77.4%

Value	Count	Frequency (%)
16.79	10	0.1%
16.82333333	2	< 0.1%
16.85666667	2	< 0.1%
16.89	19	0.1%
16.96333333	1	< 0.1%
17	15	0.1%
17.1	11	0.1%
17.13333333	1	< 0.1%
17.2	11	0.1%
17.23	1	< 0.1%

Value	Count	Frequency (%)
26.26	3	< 0.1%
26.2	7	< 0.1%
26.16666667	3	< 0.1%
26.1	15	0.1%
26.06666667	3	< 0.1%
26.03333333	3	< 0.1%
26	6	< 0.1%
25.96333333	1	< 0.1%
25.89	2	< 0.1%
25.82333333	1	< 0.1%

RH_1
Real number (ℝ)

High correlation

Distinct	2547
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.259739

Minimum	27.023333
Maximum	63.36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	27.023333
5-th percentile	34.7
Q1	37.333333
median	39.656667
Q3	43.066667
95-th percentile	47.326667
Maximum	63.36
Range	36.336667
Interquartile range (IQR)	5.7333333

Descriptive statistics

Standard deviation	3.9792988
Coefficient of variation (CV)	0.098840651
Kurtosis	0.1126287
Mean	40.259739
Median Absolute Deviation (MAD)	2.7033333
Skewness	0.46577376
Sum	794525.95
Variance	15.834819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.09	152	0.8%
39.4	144	0.7%
37.7	141	0.7%
37.2	140	0.7%
38.29	139	0.7%
38.79	138	0.7%
36.9	129	0.7%
39	122	0.6%
37.09	115	0.6%
39.59	115	0.6%
Other values (2537)	18400	93.2%

Value	Count	Frequency (%)
27.02333333	1	< 0.1%
27.23333333	1	< 0.1%
27.36	1	< 0.1%
27.43	1	< 0.1%
27.545	1	< 0.1%
27.73333333	1	< 0.1%
27.86	2	< 0.1%
27.92666667	1	< 0.1%
27.96	1	< 0.1%
28.13333333	1	< 0.1%

Value	Count	Frequency (%)
63.36	1	< 0.1%
59.63333333	1	< 0.1%
57.66333333	1	< 0.1%
57.49666667	1	< 0.1%
57.42333333	1	< 0.1%
57.395	1	< 0.1%
56.55666667	1	< 0.1%
56.39333333	1	< 0.1%
56.09	1	< 0.1%
56.06666667	1	< 0.1%

T2
Real number (ℝ)

High correlation

Distinct	1650
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.341219

Minimum	16.1
Maximum	29.856667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	16.1
5-th percentile	17.323333
Q1	18.79
median	20
Q3	21.5
95-th percentile	24.557667
Maximum	29.856667
Range	13.756667
Interquartile range (IQR)	2.71

Descriptive statistics

Standard deviation	2.1929735
Coefficient of variation (CV)	0.10780934
Kurtosis	0.93339693
Mean	20.341219
Median Absolute Deviation (MAD)	1.3
Skewness	0.88965785
Sum	401433.97
Variance	4.8091329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.2	331	1.7%
19.6	325	1.6%
19.5	318	1.6%
19.7	313	1.6%
19.29	301	1.5%
20.29	281	1.4%
19.1	280	1.4%
19.39	274	1.4%
19	264	1.3%
20.5	263	1.3%
Other values (1640)	16785	85.1%

Value	Count	Frequency (%)
16.1	17	0.1%
16.13333333	2	< 0.1%
16.2	51	0.3%
16.23	3	< 0.1%
16.26	3	< 0.1%
16.29	24	0.1%
16.32333333	4	< 0.1%
16.35666667	2	< 0.1%
16.365	1	< 0.1%
16.39	26	0.1%

Value	Count	Frequency (%)
29.85666667	2	< 0.1%
29.79	1	< 0.1%
29.66666667	1	< 0.1%
29.66333333	1	< 0.1%
29.53333333	1	< 0.1%
29.5	1	< 0.1%
29.46333333	1	< 0.1%
29.39	1	< 0.1%
29.36	1	< 0.1%
29.26	2	< 0.1%

RH_2
Real number (ℝ)

High correlation

Distinct	3376
Distinct (%)	17.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.42042

Minimum	20.463333
Maximum	56.026667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	20.463333
5-th percentile	33.432333
Q1	37.9
median	40.5
Q3	43.26
95-th percentile	46.664333
Maximum	56.026667
Range	35.563333
Interquartile range (IQR)	5.36

Descriptive statistics

Standard deviation	4.0698125
Coefficient of variation (CV)	0.10068704
Kurtosis	0.67095937
Mean	40.42042
Median Absolute Deviation (MAD)	2.7
Skewness	-0.26824717
Sum	797697
Variance	16.563374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	135	0.7%
41.5	124	0.6%
43.7	110	0.6%
41.29	109	0.6%
43.9	108	0.5%
41.2	103	0.5%
39.79	103	0.5%
41.4	101	0.5%
40.5	100	0.5%
41.59	100	0.5%
Other values (3366)	18642	94.5%

Value	Count	Frequency (%)
20.46333333	1	< 0.1%
20.59666667	1	< 0.1%
20.83333333	1	< 0.1%
20.89333333	1	< 0.1%
21.04	1	< 0.1%
21.23	1	< 0.1%
21.43	1	< 0.1%
21.56666667	1	< 0.1%
21.76	1	< 0.1%
22.23	1	< 0.1%

Value	Count	Frequency (%)
56.02666667	1	< 0.1%
54.76666667	1	< 0.1%
54.65666667	1	< 0.1%
54.09	2	< 0.1%
53.98498498	1	< 0.1%
53.87996997	1	< 0.1%
53.83333333	1	< 0.1%
53.77495495	1	< 0.1%
53.66993994	1	< 0.1%
53.62666667	1	< 0.1%

T3
Real number (ℝ)

High correlation

Distinct	1426
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.267611

Minimum	17.2
Maximum	29.236
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	17.2
5-th percentile	19.5
Q1	20.79
median	22.1
Q3	23.29
95-th percentile	26.2
Maximum	29.236
Range	12.036
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	2.0061105
Coefficient of variation (CV)	0.090090964
Kurtosis	-0.0070552525
Mean	22.267611
Median Absolute Deviation (MAD)	1.29
Skewness	0.45077734
Sum	439451.3
Variance	4.0244795
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.39	433	2.2%
22.1	372	1.9%
21.79	369	1.9%
22.6	338	1.7%
20.2	329	1.7%
22	328	1.7%
23.1	325	1.6%
22.5	325	1.6%
20.5	319	1.6%
21	313	1.6%
Other values (1416)	16284	82.5%

Value	Count	Frequency (%)
17.2	3	< 0.1%
17.23	1	< 0.1%
17.26	1	< 0.1%
17.29	19	0.1%
17.315	1	< 0.1%
17.32333333	2	< 0.1%
17.35666667	3	< 0.1%
17.39	17	0.1%
17.445	1	< 0.1%
17.46333333	1	< 0.1%

Value	Count	Frequency (%)
29.236	1	< 0.1%
29.2	1	< 0.1%
29.19857143	1	< 0.1%
29.16	1	< 0.1%
29.1	1	< 0.1%
29.07142857	1	< 0.1%
29.06666667	1	< 0.1%
29.06	1	< 0.1%
28.99714286	1	< 0.1%
28.956	1	< 0.1%

RH_3
Real number (ℝ)

High correlation

Distinct	2618
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.2425

Minimum	28.766667
Maximum	50.163333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	28.766667
5-th percentile	34.76
Q1	36.9
median	38.53
Q3	41.76
95-th percentile	45.09
Maximum	50.163333
Range	21.396667
Interquartile range (IQR)	4.86

Descriptive statistics

Standard deviation	3.2545765
Coefficient of variation (CV)	0.082934994
Kurtosis	-0.58312594
Mean	39.2425
Median Absolute Deviation (MAD)	2.06
Skewness	0.46758908
Sum	774450.74
Variance	10.592268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.59	243	1.2%
37.5	205	1.0%
38.29	199	1.0%
37.2	197	1.0%
37.9	188	1.0%
37.29	185	0.9%
38.4	182	0.9%
37.7	165	0.8%
38.2	160	0.8%
38.9	158	0.8%
Other values (2608)	17853	90.5%

Value	Count	Frequency (%)
28.76666667	1	< 0.1%
28.86	1	< 0.1%
29	1	< 0.1%
29.29333333	1	< 0.1%
29.49333333	1	< 0.1%
29.59333333	1	< 0.1%
29.8	1	< 0.1%
29.89666667	1	< 0.1%
29.96666667	1	< 0.1%
30	1	< 0.1%

Value	Count	Frequency (%)
50.16333333	1	< 0.1%
50.09	1	< 0.1%
49.93	1	< 0.1%
49.8	1	< 0.1%
49.65666667	1	< 0.1%
49.56	1	< 0.1%
49.39333333	1	< 0.1%
49.36333333	1	< 0.1%
49.22666667	1	< 0.1%
49.03	1	< 0.1%

T4
Real number (ℝ)

High correlation

Distinct	1390
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.855335

Minimum	15.1
Maximum	26.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	15.1
5-th percentile	17.79
Q1	19.53
median	20.666667
Q3	22.1
95-th percentile	24.5
Maximum	26.2
Range	11.1
Interquartile range (IQR)	2.57

Descriptive statistics

Standard deviation	2.0428845
Coefficient of variation (CV)	0.097955008
Kurtosis	-0.037633212
Mean	20.855335
Median Absolute Deviation (MAD)	1.2766667
Skewness	0.17038406
Sum	411580.03
Variance	4.173377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.39	348	1.8%
20.29	345	1.7%
20.6	337	1.7%
20.1	335	1.7%
19.79	333	1.7%
19.7	331	1.7%
20.5	315	1.6%
19.89	315	1.6%
19.6	313	1.6%
20	309	1.6%
Other values (1380)	16454	83.4%

Value	Count	Frequency (%)
15.1	14	0.1%
15.13	2	< 0.1%
15.16	3	< 0.1%
15.19	40	0.2%
15.22666667	2	< 0.1%
15.26333333	2	< 0.1%
15.3	23	0.1%
15.36	1	< 0.1%
15.39	16	0.1%
15.42666667	1	< 0.1%

Value	Count	Frequency (%)
26.2	2	< 0.1%
26.18	1	< 0.1%
26.14285714	1	< 0.1%
26.14	1	< 0.1%
26.12857143	1	< 0.1%
26.1	20	0.1%
26.075	1	< 0.1%
26.05714286	1	< 0.1%
26.04285714	2	< 0.1%
26.04	1	< 0.1%

RH_4
Real number (ℝ)

High correlation

Distinct	2987
Distinct (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.026904

Minimum	27.66
Maximum	51.09
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	27.66
5-th percentile	33
Q1	35.53
median	38.4
Q3	42.156667
95-th percentile	46.79
Maximum	51.09
Range	23.43
Interquartile range (IQR)	6.6266667

Descriptive statistics

Standard deviation	4.3413207
Coefficient of variation (CV)	0.11123918
Kurtosis	-0.61396677
Mean	39.026904
Median Absolute Deviation (MAD)	3.17
Skewness	0.44461434
Sum	770195.95
Variance	18.847065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38.59	169	0.9%
38.2	166	0.8%
34.79	146	0.7%
38.09	145	0.7%
38.29	140	0.7%
35.2	133	0.7%
36.5	129	0.7%
35.29	124	0.6%
38.5	123	0.6%
35	122	0.6%
Other values (2977)	18338	92.9%

Value	Count	Frequency (%)
27.66	1	< 0.1%
28.13571429	1	< 0.1%
28.42428571	1	< 0.1%
28.716	1	< 0.1%
28.778	1	< 0.1%
28.79	2	< 0.1%
28.85666667	1	< 0.1%
28.89333333	1	< 0.1%
28.92666667	1	< 0.1%
28.99714286	1	< 0.1%

Value	Count	Frequency (%)
51.09	1	< 0.1%
51.06333333	1	< 0.1%
51	1	< 0.1%
50.96333333	1	< 0.1%
50.93	1	< 0.1%
50.9	1	< 0.1%
50.86	1	< 0.1%
50.76	2	< 0.1%
50.745	1	< 0.1%
50.7	1	< 0.1%

T5
Real number (ℝ)

High correlation

Distinct	2263
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.592106

Minimum	15.33
Maximum	25.795
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	15.33
5-th percentile	17.1
Q1	18.2775
median	19.39
Q3	20.619643
95-th percentile	23.39
Maximum	25.795
Range	10.465
Interquartile range (IQR)	2.3421429

Descriptive statistics

Standard deviation	1.8446233
Coefficient of variation (CV)	0.094151351
Kurtosis	0.11272367
Mean	19.592106
Median Absolute Deviation (MAD)	1.19
Skewness	0.5582197
Sum	386650.22
Variance	3.402635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.6	385	2.0%
18.7	373	1.9%
19.29	370	1.9%
20	361	1.8%
18.5	357	1.8%
19.89	349	1.8%
20.1	335	1.7%
18	332	1.7%
17.5	323	1.6%
20.79	313	1.6%
Other values (2253)	16237	82.3%

Value	Count	Frequency (%)
15.33	1	< 0.1%
15.335	2	< 0.1%
15.34	1	< 0.1%
15.345	5	< 0.1%
15.35	1	< 0.1%
15.355	1	< 0.1%
15.36	6	< 0.1%
15.365	2	< 0.1%
15.37	6	< 0.1%
15.375	2	< 0.1%

Value	Count	Frequency (%)
25.795	1	< 0.1%
25.745	1	< 0.1%
25.7	1	< 0.1%
25.63333333	1	< 0.1%
25.46666667	1	< 0.1%
25.39	1	< 0.1%
25.35666667	2	< 0.1%
25.336	1	< 0.1%
25.32333333	1	< 0.1%
25.29	7	< 0.1%

RH_5
Real number (ℝ)

High correlation

Distinct	7571
Distinct (%)	38.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.949283

Minimum	29.815
Maximum	96.321667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	29.815
5-th percentile	40.79
Q1	45.4
median	49.09
Q3	53.663333
95-th percentile	70.39
Maximum	96.321667
Range	66.506667
Interquartile range (IQR)	8.2633333

Descriptive statistics

Standard deviation	9.0220343
Coefficient of variation (CV)	0.17707873
Kurtosis	4.5033906
Mean	50.949283
Median Absolute Deviation (MAD)	4
Skewness	1.86682
Sum	1005484.1
Variance	81.397103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	89	0.5%
45	81	0.4%
46.7	78	0.4%
47.5	76	0.4%
45.9	75	0.4%
51	74	0.4%
43.4	73	0.4%
48.29	71	0.4%
45.59	70	0.4%
46	70	0.4%
Other values (7561)	18978	96.2%

Value	Count	Frequency (%)
29.815	1	< 0.1%
29.85666667	1	< 0.1%
30.03	1	< 0.1%
30.03333333	1	< 0.1%
30.16666667	1	< 0.1%
30.29333333	2	< 0.1%
30.53333333	1	< 0.1%
30.6	1	< 0.1%
30.89	1	< 0.1%
30.95666667	1	< 0.1%

Value	Count	Frequency (%)
96.32166667	1	< 0.1%
95.95388889	1	< 0.1%
95.80222222	1	< 0.1%
95.60888889	1	< 0.1%
95.38833333	1	< 0.1%
94.98611111	1	< 0.1%
94.91388889	1	< 0.1%
94.91333333	1	< 0.1%
94.83611111	1	< 0.1%
94.45444444	1	< 0.1%

T6
Real number (ℝ)

High correlation

Distinct	4446
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9109393

Minimum	-6.065
Maximum	28.29
Zeros	26
Zeros (%)	0.1%
Negative	1360
Negative (%)	6.9%
Memory size	308.4 KiB

Quantile statistics

Minimum	-6.065
5-th percentile	-0.66666667
Q1	3.6266667
median	7.3
Q3	11.256
95-th percentile	19.5512
Maximum	28.29
Range	34.355
Interquartile range (IQR)	7.6293333

Descriptive statistics

Standard deviation	6.0903466
Coefficient of variation (CV)	0.7698639
Kurtosis	0.42554883
Mean	7.9109393
Median Absolute Deviation (MAD)	3.79
Skewness	0.59747134
Sum	156122.39
Variance	37.092322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.4	86	0.4%
5.59	84	0.4%
9.6	78	0.4%
9.1	78	0.4%
6.3	76	0.4%
6.09	75	0.4%
10.19	74	0.4%
5.5	72	0.4%
6.19	70	0.4%
9.39	69	0.3%
Other values (4436)	18973	96.1%

Value	Count	Frequency (%)
-6.065	1	< 0.1%
-6.03	1	< 0.1%
-6.028333333	1	< 0.1%
-6.01	2	< 0.1%
-6	1	< 0.1%
-5.977777778	1	< 0.1%
-5.933333333	1	< 0.1%
-5.888888889	1	< 0.1%
-5.872222222	1	< 0.1%
-5.861904762	1	< 0.1%

Value	Count	Frequency (%)
28.29	1	< 0.1%
28.236	1	< 0.1%
28.218	1	< 0.1%
28.2	1	< 0.1%
28.15	1	< 0.1%
28.14	1	< 0.1%
28.12	1	< 0.1%
28.11428571	1	< 0.1%
28.04	1	< 0.1%
27.98285714	1	< 0.1%

RH_6
Real number (ℝ)

High correlation

Distinct	9709
Distinct (%)	49.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.609083

Minimum	1
Maximum	99.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	30.025
median	55.29
Q3	83.226667
95-th percentile	98.59
Maximum	99.9
Range	98.9
Interquartile range (IQR)	53.201667

Descriptive statistics

Standard deviation	31.149806
Coefficient of variation (CV)	0.57041437
Kurtosis	-1.1420643
Mean	54.609083
Median Absolute Deviation (MAD)	27.023333
Skewness	-0.2419612
Sum	1077710.3
Variance	970.31041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1452	7.4%
99.9	751	3.8%
92.3	53	0.3%
92.19	38	0.2%
87.69	29	0.1%
98.59	27	0.1%
96.09	26	0.1%
52.5	24	0.1%
97	24	0.1%
96.4	22	0.1%
Other values (9699)	17289	87.6%

Value	Count	Frequency (%)
1	1452	7.4%
1.02	1	< 0.1%
1.033333333	4	< 0.1%
1.04	1	< 0.1%
1.042857143	1	< 0.1%
1.06	1	< 0.1%
1.066666667	6	< 0.1%
1.075	1	< 0.1%
1.096666667	4	< 0.1%
1.1	3	< 0.1%

Value	Count	Frequency (%)
99.9	751	3.8%
99.86666667	3	< 0.1%
99.83333333	4	< 0.1%
99.83	1	< 0.1%
99.8	4	< 0.1%
99.76666667	1	< 0.1%
99.76333333	1	< 0.1%
99.76	1	< 0.1%
99.72666667	3	< 0.1%
99.7175	1	< 0.1%

T7
Real number (ℝ)

High correlation

Distinct	1955
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.267106

Minimum	15.39
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	15.39
5-th percentile	17.005556
Q1	18.7
median	20.033333
Q3	21.6
95-th percentile	24.081
Maximum	26
Range	10.61
Interquartile range (IQR)	2.9

Descriptive statistics

Standard deviation	2.1099933
Coefficient of variation (CV)	0.10410925
Kurtosis	-0.46116469
Mean	20.267106
Median Absolute Deviation (MAD)	1.4333333
Skewness	0.25472242
Sum	399971.35
Variance	4.4520718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.5	453	2.3%
19.2	450	2.3%
19.29	345	1.7%
19	302	1.5%
18.39	297	1.5%
19.1	289	1.5%
21	288	1.5%
20	288	1.5%
18.6	280	1.4%
21.39	276	1.4%
Other values (1945)	16467	83.4%

Value	Count	Frequency (%)
15.39	2	< 0.1%
15.39611111	2	< 0.1%
15.40833333	2	< 0.1%
15.41444444	4	< 0.1%
15.42055556	4	< 0.1%
15.42666667	1	< 0.1%
15.47555556	3	< 0.1%
15.48777778	6	< 0.1%
15.5	13	0.1%
15.51111111	1	< 0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
25.96333333	1	< 0.1%
25.92666667	1	< 0.1%
25.89	8	< 0.1%
25.82333333	2	< 0.1%
25.79	4	< 0.1%
25.73	2	< 0.1%
25.7	3	< 0.1%
25.63333333	1	< 0.1%
25.6	4	< 0.1%

RH_7
Real number (ℝ)

High correlation

Distinct	5891
Distinct (%)	29.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.3882

Minimum	23.2
Maximum	51.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	23.2
5-th percentile	27.7
Q1	31.5
median	34.863333
Q3	39
95-th percentile	44.2
Maximum	51.4
Range	28.2
Interquartile range (IQR)	7.5

Descriptive statistics

Standard deviation	5.114208
Coefficient of variation (CV)	0.14451732
Kurtosis	-0.54488904
Mean	35.3882
Median Absolute Deviation (MAD)	3.6919048
Skewness	0.24214083
Sum	698386.13
Variance	26.155124
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.9	131	0.7%
33.59	118	0.6%
33.7	104	0.5%
30.2	90	0.5%
36.29	86	0.4%
34.59	85	0.4%
34	84	0.4%
31.29	83	0.4%
34.4	82	0.4%
32.2	82	0.4%
Other values (5881)	18790	95.2%

Value	Count	Frequency (%)
23.2	1	< 0.1%
23.23	1	< 0.1%
23.26	1	< 0.1%
23.29	3	< 0.1%
23.32333333	1	< 0.1%
23.39	1	< 0.1%
23.42666667	1	< 0.1%
23.46333333	2	< 0.1%
23.5	4	< 0.1%
23.53333333	1	< 0.1%

Value	Count	Frequency (%)
51.4	1	< 0.1%
51.32777778	1	< 0.1%
51.19777778	1	< 0.1%
51.17555556	1	< 0.1%
51.15111111	1	< 0.1%
51.145	1	< 0.1%
51.14111111	1	< 0.1%
51.13888889	1	< 0.1%
51.09555556	1	< 0.1%
51.08611111	1	< 0.1%

T8
Real number (ℝ)

High correlation

Distinct	2228
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.029107

Minimum	16.306667
Maximum	27.23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	16.306667
5-th percentile	18.356667
Q1	20.79
median	22.1
Q3	23.39
95-th percentile	25.1
Maximum	27.23
Range	10.923333
Interquartile range (IQR)	2.6

Descriptive statistics

Standard deviation	1.9561617
Coefficient of variation (CV)	0.088798958
Kurtosis	-0.15874173
Mean	22.029107
Median Absolute Deviation (MAD)	1.29
Skewness	-0.25615114
Sum	434744.42
Variance	3.8265687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.79	386	2.0%
21.79	301	1.5%
22.7	289	1.5%
23.39	276	1.4%
21.39	275	1.4%
22.5	274	1.4%
21.7	273	1.4%
23.5	270	1.4%
22	263	1.3%
22.29	259	1.3%
Other values (2218)	16869	85.5%

Value	Count	Frequency (%)
16.30666667	1	< 0.1%
16.36222222	1	< 0.1%
16.36777778	2	< 0.1%
16.37333333	1	< 0.1%
16.38444444	1	< 0.1%
16.39	6	< 0.1%
16.40222222	1	< 0.1%
16.41444444	1	< 0.1%
16.45111111	2	< 0.1%
16.45722222	1	< 0.1%

Value	Count	Frequency (%)
27.23	2	< 0.1%
27.2	2	< 0.1%
27.13333333	2	< 0.1%
27.1	2	< 0.1%
27.06666667	2	< 0.1%
27.05	1	< 0.1%
27.01428571	1	< 0.1%
27	3	< 0.1%
26.956	1	< 0.1%
26.92666667	1	< 0.1%

RH_8
Real number (ℝ)

High correlation

Distinct	6649
Distinct (%)	33.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.936165

Minimum	29.6
Maximum	58.78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	29.6
5-th percentile	35.2582
Q1	39.066667
median	42.375
Q3	46.536
95-th percentile	52.066917
Maximum	58.78
Range	29.18
Interquartile range (IQR)	7.4693333

Descriptive statistics

Standard deviation	5.2243607
Coefficient of variation (CV)	0.12167739
Kurtosis	-0.48196243
Mean	42.936165
Median Absolute Deviation (MAD)	3.6516667
Skewness	0.30803561
Sum	847345.22
Variance	27.293945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.5	95	0.5%
39.29	80	0.4%
39.59	67	0.3%
39.2	65	0.3%
43.7	63	0.3%
38.5	60	0.3%
42.09	59	0.3%
43.9	59	0.3%
37.29	56	0.3%
40.5	56	0.3%
Other values (6639)	19075	96.7%

Value	Count	Frequency (%)
29.6	2	< 0.1%
29.675	1	< 0.1%
29.7	1	< 0.1%
29.72666667	1	< 0.1%
29.79	1	< 0.1%
29.82333333	2	< 0.1%
29.85666667	1	< 0.1%
29.89	4	< 0.1%
29.96333333	2	< 0.1%
30	9	< 0.1%

Value	Count	Frequency (%)
58.78	1	< 0.1%
58.74	1	< 0.1%
58.73	1	< 0.1%
58.70277778	1	< 0.1%
58.67555556	1	< 0.1%
58.67222222	1	< 0.1%
58.61555556	1	< 0.1%
58.51	1	< 0.1%
58.46277778	1	< 0.1%
58.46111111	1	< 0.1%

T9
Real number (ℝ)

High correlation

Distinct	924
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.485828

Minimum	14.89
Maximum	24.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	14.89
5-th percentile	16.39
Q1	18
median	19.39
Q3	20.6
95-th percentile	23.2
Maximum	24.5
Range	9.61
Interquartile range (IQR)	2.6

Descriptive statistics

Standard deviation	2.0147124
Coefficient of variation (CV)	0.10339373
Kurtosis	-0.32462529
Mean	19.485828
Median Absolute Deviation (MAD)	1.29
Skewness	0.38271124
Sum	384552.82
Variance	4.059066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.5	487	2.5%
18.2	476	2.4%
20.29	449	2.3%
19.6	443	2.2%
18	422	2.1%
20.79	413	2.1%
20.39	411	2.1%
18.29	408	2.1%
18.5	399	2.0%
19.5	387	2.0%
Other values (914)	15440	78.2%

Value	Count	Frequency (%)
14.89	10	0.1%
14.96333333	1	< 0.1%
15	40	0.2%
15.025	1	< 0.1%
15.03333333	2	< 0.1%
15.06666667	5	< 0.1%
15.1	44	0.2%
15.13	1	< 0.1%
15.145	1	< 0.1%
15.16	4	< 0.1%

Value	Count	Frequency (%)
24.5	19	0.1%
24.456	1	< 0.1%
24.45285714	1	< 0.1%
24.43714286	1	< 0.1%
24.434	2	< 0.1%
24.42142857	1	< 0.1%
24.40571429	2	< 0.1%
24.39	10	0.1%
24.37571429	1	< 0.1%
24.37	1	< 0.1%

RH_9
Real number (ℝ)

High correlation

Distinct	3388
Distinct (%)	17.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.552401

Minimum	29.166667
Maximum	53.326667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	29.166667
5-th percentile	35.7
Q1	38.5
median	40.9
Q3	44.338095
95-th percentile	49.046929
Maximum	53.326667
Range	24.16
Interquartile range (IQR)	5.8380952

Descriptive statistics

Standard deviation	4.1514973
Coefficient of variation (CV)	0.099909927
Kurtosis	-0.40554017
Mean	41.552401
Median Absolute Deviation (MAD)	2.7733333
Skewness	0.36893704
Sum	820036.63
Variance	17.23493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.2	165	0.8%
39.79	159	0.8%
39.7	148	0.7%
38.5	136	0.7%
37.7	127	0.6%
39.59	126	0.6%
39.09	109	0.6%
41.09	107	0.5%
40	105	0.5%
38.9	105	0.5%
Other values (3378)	18448	93.5%

Value	Count	Frequency (%)
29.16666667	2	< 0.1%
29.2	2	< 0.1%
29.23	1	< 0.1%
29.29	3	< 0.1%
29.35666667	2	< 0.1%
29.42666667	1	< 0.1%
29.445	1	< 0.1%
29.53333333	1	< 0.1%
29.56666667	1	< 0.1%
29.6	1	< 0.1%

Value	Count	Frequency (%)
53.32666667	2	< 0.1%
53.22333333	1	< 0.1%
53.16333333	1	< 0.1%
53.09	2	< 0.1%
53	3	< 0.1%
52.96666667	1	< 0.1%
52.95	1	< 0.1%
52.93333333	1	< 0.1%
52.9	10	0.1%
52.86333333	1	< 0.1%

T_out
Real number (ℝ)

High correlation

Distinct	1730
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4116646

Minimum	-5
Maximum	26.1
Zeros	27
Zeros (%)	0.1%
Negative	1154
Negative (%)	5.8%
Memory size	308.4 KiB

Quantile statistics

Minimum	-5
5-th percentile	-0.3
Q1	3.6666667
median	6.9166667
Q3	10.408333
95-th percentile	17.1
Maximum	26.1
Range	31.1
Interquartile range (IQR)	6.7416667

Descriptive statistics

Standard deviation	5.3174088
Coefficient of variation (CV)	0.71743787
Kurtosis	0.36429096
Mean	7.4116646
Median Absolute Deviation (MAD)	3.3833333
Skewness	0.53427263
Sum	146269.2
Variance	28.274836
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.8	119	0.6%
9.6	107	0.5%
5	105	0.5%
10.1	105	0.5%
5.5	96	0.5%
6.3	87	0.4%
2.5	85	0.4%
8.6	85	0.4%
4.6	85	0.4%
3	84	0.4%
Other values (1720)	18777	95.1%

Value	Count	Frequency (%)
-5	1	< 0.1%
-4.988888889	1	< 0.1%
-4.977777778	1	< 0.1%
-4.966666667	1	< 0.1%
-4.955555556	1	< 0.1%
-4.944444444	1	< 0.1%
-4.933333333	1	< 0.1%
-4.922222222	1	< 0.1%
-4.911111111	1	< 0.1%
-4.9	3	< 0.1%

Value	Count	Frequency (%)
26.1	1	< 0.1%
26.03333333	1	< 0.1%
25.96666667	1	< 0.1%
25.9	1	< 0.1%
25.83333333	1	< 0.1%
25.81666667	1	< 0.1%
25.76666667	1	< 0.1%
25.7	1	< 0.1%
25.6	1	< 0.1%
25.53333333	1	< 0.1%

Press_mm_hg
Real number (ℝ)

Distinct	2189
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	755.5226

Minimum	729.3
Maximum	772.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	729.3
5-th percentile	742.22833
Q1	750.93333
median	756.1
Q3	760.93333
95-th percentile	766.6
Maximum	772.3
Range	43
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.3994407
Coefficient of variation (CV)	0.0097938045
Kurtosis	0.071830884
Mean	755.5226
Median Absolute Deviation (MAD)	5.0333333
Skewness	-0.42044152
Sum	14910239
Variance	54.751722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
757.3	142	0.7%
756.2	110	0.6%
764.5	98	0.5%
756.6	97	0.5%
752.8	95	0.5%
755.8	95	0.5%
760.3	94	0.5%
757	93	0.5%
754.3	85	0.4%
751.3	85	0.4%
Other values (2179)	18741	95.0%

Value	Count	Frequency (%)
729.3	1	< 0.1%
729.3333333	1	< 0.1%
729.3666667	1	< 0.1%
729.4	1	< 0.1%
729.4333333	1	< 0.1%
729.4666667	1	< 0.1%
729.5	1	< 0.1%
729.5833333	1	< 0.1%
729.7	1	< 0.1%
729.8666667	1	< 0.1%

Value	Count	Frequency (%)
772.3	1	< 0.1%
772.2833333	2	< 0.1%
772.2666667	2	< 0.1%
772.25	2	< 0.1%
772.2333333	2	< 0.1%
772.2166667	2	< 0.1%
772.2	8	< 0.1%
772.1166667	1	< 0.1%
772.1	1	< 0.1%
772.0333333	1	< 0.1%

RH_out
Real number (ℝ)

High correlation

Distinct	566
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.750418

Minimum	24
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	24
5-th percentile	51
Q1	70.333333
median	83.666667
Q3	91.666667
95-th percentile	97
Maximum	100
Range	76
Interquartile range (IQR)	21.333333

Descriptive statistics

Standard deviation	14.901088
Coefficient of variation (CV)	0.18684651
Kurtosis	0.25685942
Mean	79.750418
Median Absolute Deviation (MAD)	9.5
Skewness	-0.92299725
Sum	1573874.5
Variance	222.04241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95	470	2.4%
92	342	1.7%
88	341	1.7%
91	332	1.7%
93	318	1.6%
94	312	1.6%
97	309	1.6%
96	306	1.6%
89	305	1.5%
90	271	1.4%
Other values (556)	16429	83.2%

Value	Count	Frequency (%)
24	1	< 0.1%
24.5	1	< 0.1%
25	2	< 0.1%
25.16666667	1	< 0.1%
25.33333333	1	< 0.1%
25.5	2	< 0.1%
25.66666667	1	< 0.1%
26	4	< 0.1%
26.16666667	1	< 0.1%
26.33333333	3	< 0.1%

Value	Count	Frequency (%)
100	69	0.3%
99.91666667	1	< 0.1%
99.83333333	22	0.1%
99.75	1	< 0.1%
99.66666667	26	0.1%
99.58333333	1	< 0.1%
99.5	22	0.1%
99.41666667	1	< 0.1%
99.33333333	27	0.1%
99.25	1	< 0.1%

Windspeed
Real number (ℝ)

Distinct	189
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0397517

Minimum	0
Maximum	14
Zeros	6
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3.6666667
Q3	5.5
95-th percentile	9
Maximum	14
Range	14
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	2.4512206
Coefficient of variation (CV)	0.60677506
Kurtosis	0.25002958
Mean	4.0397517
Median Absolute Deviation (MAD)	1.6666667
Skewness	0.8599821
Sum	79724.5
Variance	6.0084825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2133	10.8%
2	2007	10.2%
3	1707	8.6%
4	1594	8.1%
5	1084	5.5%
6	872	4.4%
7	502	2.5%
8	415	2.1%
2.333333333	380	1.9%
2.666666667	379	1.9%
Other values (179)	8662	43.9%

Value	Count	Frequency (%)
0	6	< 0.1%
0.1666666667	9	< 0.1%
0.3333333333	11	0.1%
0.5	9	< 0.1%
0.6666666667	12	0.1%
0.8333333333	9	< 0.1%
1	2133	10.8%
1.055555556	1	< 0.1%
1.083333333	1	< 0.1%
1.111111111	1	< 0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
13.5	1	< 0.1%
13	28	0.1%
12.83333333	2	< 0.1%
12.66666667	4	< 0.1%
12.5	3	< 0.1%
12.33333333	4	< 0.1%
12.16666667	2	< 0.1%
12	28	0.1%
11.83333333	9	< 0.1%

Visibility
Real number (ℝ)

Distinct	413
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.330834

Minimum	1
Maximum	66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	1
5-th percentile	21.666667
Q1	29
median	40
Q3	40
95-th percentile	62.666667
Maximum	66
Range	65
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.794719
Coefficient of variation (CV)	0.30770838
Kurtosis	0.16581838
Mean	38.330834
Median Absolute Deviation (MAD)	6.5
Skewness	0.44155446
Sum	756459
Variance	139.11539
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	7224	36.6%
29	449	2.3%
36.33333333	257	1.3%
23	247	1.3%
28	245	1.2%
32.66666667	241	1.2%
34.5	240	1.2%
30.83333333	237	1.2%
38.16666667	236	1.2%
62	236	1.2%
Other values (403)	10123	51.3%

Value	Count	Frequency (%)
1	10	0.1%
1.166666667	1	< 0.1%
1.333333333	2	< 0.1%
1.5	1	< 0.1%
1.666666667	2	< 0.1%
1.833333333	1	< 0.1%
2	9	< 0.1%
2.166666667	2	< 0.1%
2.333333333	3	< 0.1%
2.5	1	< 0.1%

Value	Count	Frequency (%)
66	7	< 0.1%
65	161	0.8%
64.83333333	21	0.1%
64.66666667	36	0.2%
64.5	26	0.1%
64.33333333	40	0.2%
64.16666667	21	0.1%
64	218	1.1%
63.83333333	25	0.1%
63.66666667	59	0.3%

Tdewpoint
Real number (ℝ)

High correlation

Distinct	1409
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7607069

Minimum	-6.6
Maximum	15.5
Zeros	123
Zeros (%)	0.6%
Negative	3237
Negative (%)	16.4%
Memory size	308.4 KiB

Quantile statistics

Minimum	-6.6
5-th percentile	-3.1
Q1	0.9
median	3.4333333
Q3	6.5666667
95-th percentile	11.233333
Maximum	15.5
Range	22.1
Interquartile range (IQR)	5.6666667

Descriptive statistics

Standard deviation	4.1946478
Coefficient of variation (CV)	1.1153881
Kurtosis	-0.1245188
Mean	3.7607069
Median Absolute Deviation (MAD)	2.7666667
Skewness	0.23937408
Sum	74217.55
Variance	17.59507
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	123	0.6%
1.4	110	0.6%
2.1	108	0.5%
2.9	98	0.5%
2	95	0.5%
1.6	94	0.5%
3.4	92	0.5%
2.8	91	0.5%
2.2	89	0.5%
1.7	89	0.5%
Other values (1399)	18746	95.0%

Value	Count	Frequency (%)
-6.6	1	< 0.1%
-6.55	1	< 0.1%
-6.516666667	1	< 0.1%
-6.5	2	< 0.1%
-6.483333333	2	< 0.1%
-6.466666667	2	< 0.1%
-6.45	3	< 0.1%
-6.433333333	3	< 0.1%
-6.416666667	2	< 0.1%
-6.4	3	< 0.1%

Value	Count	Frequency (%)
15.5	1	< 0.1%
15.4	1	< 0.1%
15.31666667	1	< 0.1%
15.3	1	< 0.1%
15.2	2	< 0.1%
15.13333333	1	< 0.1%
15.11666667	1	< 0.1%
15.1	2	< 0.1%
15.05	1	< 0.1%
15.03333333	1	< 0.1%

rv1
Real number (ℝ)

Unique

Distinct	19735
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.988033

Minimum	0.005321682
Maximum	49.99653
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	308.4 KiB

Quantile statistics

Minimum	0.005321682
5-th percentile	2.4336251
Q1	12.497889
median	24.897653
Q3	37.583769
95-th percentile	47.533568
Maximum	49.99653
Range	49.991208
Interquartile range (IQR)	25.08588

Descriptive statistics

Standard deviation	14.496634
Coefficient of variation (CV)	0.58014305
Kurtosis	-1.2056969
Mean	24.988033
Median Absolute Deviation (MAD)	12.545073
Skewness	0.0049445954
Sum	493138.84
Variance	210.15239
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.27543316	1	< 0.1%
46.69518591	1	< 0.1%
21.13813608	1	< 0.1%
15.25745157	1	< 0.1%
12.63594861	1	< 0.1%
40.56690428	1	< 0.1%
30.21083513	1	< 0.1%
34.46729224	1	< 0.1%
11.79960734	1	< 0.1%
23.15808426	1	< 0.1%
Other values (19725)	19725	99.9%

Value	Count	Frequency (%)
0.005321681965	1	< 0.1%
0.006032793317	1	< 0.1%
0.0100190402	1	< 0.1%
0.01353875268	1	< 0.1%
0.01398874447	1	< 0.1%
0.01489714487	1	< 0.1%
0.02141083824	1	< 0.1%
0.02852610778	1	< 0.1%
0.02972075017	1	< 0.1%
0.03026330378	1	< 0.1%

Value	Count	Frequency (%)
49.99652968	1	< 0.1%
49.99317296	1	< 0.1%
49.99275807	1	< 0.1%
49.99101075	1	< 0.1%
49.9816739	1	< 0.1%
49.98166731	1	< 0.1%
49.97277026	1	< 0.1%
49.97212789	1	< 0.1%
49.96198707	1	< 0.1%
49.96114949	1	< 0.1%

Interactions

Correlations

	Appliances	Press_mm_hg	RH_1	RH_2	RH_3	RH_4	RH_5	RH_6	RH_7	RH_8	RH_9	RH_out	T1	T2	T3	T4	T5	T6	T7	T8	T9	T_out	Tdewpoint	Visibility	Windspeed	lights	rv1
Appliances	1.000	-0.096	0.061	-0.120	-0.057	-0.020	-0.045	-0.230	-0.119	-0.217	-0.165	-0.269	0.244	0.305	0.217	0.207	0.186	0.242	0.182	0.236	0.167	0.216	0.075	-0.004	0.112	0.302	-0.009
Press_mm_hg	-0.096	1.000	-0.319	-0.262	-0.277	-0.312	-0.182	-0.004	-0.298	-0.232	-0.232	-0.065	-0.128	-0.149	-0.191	-0.048	-0.191	-0.164	-0.095	-0.170	-0.175	-0.161	-0.275	0.029	-0.213	0.010	0.002
RH_1	0.061	-0.319	1.000	0.800	0.864	0.897	0.473	0.285	0.807	0.723	0.756	0.234	0.139	0.286	0.182	0.063	0.155	0.338	-0.047	-0.034	0.045	0.369	0.631	-0.019	0.209	0.110	-0.001
RH_2	-0.120	-0.262	0.800	1.000	0.707	0.742	0.409	0.364	0.710	0.688	0.690	0.484	0.002	-0.088	0.119	-0.045	0.108	0.103	-0.075	-0.035	0.037	0.146	0.524	-0.018	0.075	0.046	0.007
RH_3	-0.057	-0.277	0.864	0.707	1.000	0.889	0.553	0.528	0.825	0.806	0.807	0.340	-0.018	0.150	-0.042	-0.152	-0.061	0.089	-0.267	-0.239	-0.218	0.136	0.418	0.011	0.202	0.107	0.000
RH_4	-0.020	-0.312	0.897	0.742	0.889	1.000	0.514	0.402	0.884	0.817	0.825	0.315	0.114	0.270	0.100	-0.058	0.088	0.285	-0.156	-0.111	-0.065	0.320	0.627	-0.009	0.257	0.097	-0.002
RH_5	-0.045	-0.182	0.473	0.409	0.553	0.514	1.000	0.385	0.505	0.536	0.448	0.247	-0.039	0.037	-0.113	-0.136	-0.053	-0.073	-0.207	-0.143	-0.203	-0.035	0.154	-0.008	0.105	0.100	-0.007
RH_6	-0.230	-0.004	0.285	0.364	0.528	0.402	0.385	1.000	0.366	0.506	0.388	0.671	-0.602	-0.502	-0.668	-0.709	-0.649	-0.622	-0.778	-0.693	-0.781	-0.595	-0.224	0.071	0.070	0.155	0.010
RH_7	-0.119	-0.298	0.807	0.710	0.825	0.884	0.505	0.366	1.000	0.868	0.847	0.359	0.134	0.239	0.135	0.016	0.126	0.260	-0.068	-0.087	-0.019	0.304	0.638	-0.026	0.170	0.019	0.003
RH_8	-0.217	-0.232	0.723	0.688	0.806	0.817	0.536	0.506	0.868	1.000	0.837	0.485	-0.019	0.060	-0.010	-0.132	-0.021	0.057	-0.252	-0.192	-0.169	0.106	0.479	0.026	0.134	-0.004	0.006
RH_9	-0.165	-0.232	0.756	0.690	0.807	0.825	0.448	0.388	0.847	0.837	1.000	0.350	0.062	0.165	0.099	-0.050	0.048	0.188	-0.096	-0.117	-0.031	0.234	0.528	-0.001	0.200	-0.037	-0.001
RH_out	-0.269	-0.065	0.234	0.484	0.340	0.315	0.247	0.671	0.359	0.485	0.350	1.000	-0.296	-0.417	-0.260	-0.351	-0.236	-0.494	-0.383	-0.286	-0.313	-0.498	0.040	0.046	-0.249	0.046	0.022
T1	0.244	-0.128	0.139	0.002	-0.018	0.114	-0.039	-0.602	0.134	-0.019	0.062	-0.296	1.000	0.843	0.867	0.818	0.852	0.619	0.779	0.805	0.788	0.649	0.532	-0.039	-0.060	-0.018	-0.008
T2	0.305	-0.149	0.286	-0.088	0.150	0.270	0.037	-0.502	0.239	0.060	0.165	-0.417	0.843	1.000	0.692	0.707	0.682	0.735	0.586	0.572	0.600	0.740	0.551	-0.033	0.130	0.023	-0.010
T3	0.217	-0.191	0.182	0.119	-0.042	0.100	-0.113	-0.668	0.135	-0.010	0.099	-0.260	0.867	0.692	1.000	0.806	0.876	0.653	0.810	0.794	0.888	0.665	0.588	-0.067	-0.078	-0.111	-0.006
T4	0.207	-0.048	0.063	-0.045	-0.152	-0.058	-0.136	-0.709	0.016	-0.132	-0.050	-0.351	0.818	0.707	0.806	1.000	0.825	0.611	0.823	0.763	0.842	0.623	0.457	-0.080	-0.159	-0.004	-0.004
T5	0.186	-0.191	0.155	0.108	-0.061	0.088	-0.053	-0.649	0.126	-0.021	0.048	-0.236	0.852	0.682	0.876	0.825	1.000	0.597	0.831	0.813	0.885	0.615	0.542	-0.058	-0.127	-0.075	-0.007
T6	0.242	-0.164	0.338	0.103	0.089	0.285	-0.073	-0.622	0.260	0.057	0.188	-0.494	0.619	0.735	0.653	0.611	0.597	1.000	0.560	0.493	0.636	0.976	0.774	-0.028	0.245	-0.072	-0.014
T7	0.182	-0.095	-0.047	-0.075	-0.267	-0.156	-0.207	-0.778	-0.068	-0.252	-0.096	-0.383	0.779	0.586	0.810	0.823	0.831	0.560	1.000	0.889	0.924	0.571	0.387	-0.075	-0.166	-0.138	-0.004
T8	0.236	-0.170	-0.034	-0.035	-0.239	-0.111	-0.143	-0.693	-0.087	-0.192	-0.117	-0.286	0.805	0.572	0.794	0.763	0.813	0.493	0.889	1.000	0.872	0.514	0.384	-0.032	-0.177	-0.083	-0.005
T9	0.167	-0.175	0.045	0.037	-0.218	-0.065	-0.203	-0.781	-0.019	-0.169	-0.031	-0.313	0.788	0.600	0.888	0.842	0.885	0.636	0.924	0.872	1.000	0.636	0.518	-0.061	-0.144	-0.174	-0.003
T_out	0.216	-0.161	0.369	0.146	0.136	0.320	-0.035	-0.595	0.304	0.106	0.234	-0.498	0.649	0.740	0.665	0.623	0.615	0.976	0.571	0.514	0.636	1.000	0.800	-0.020	0.261	-0.073	-0.014
Tdewpoint	0.075	-0.275	0.631	0.524	0.418	0.627	0.154	-0.224	0.638	0.479	0.528	0.040	0.532	0.551	0.588	0.457	0.542	0.774	0.387	0.384	0.518	0.800	1.000	-0.012	0.157	-0.044	-0.006
Visibility	-0.004	0.029	-0.019	-0.018	0.011	-0.009	-0.008	0.071	-0.026	0.026	-0.001	0.046	-0.039	-0.033	-0.067	-0.080	-0.058	-0.028	-0.075	-0.032	-0.061	-0.020	-0.012	1.000	0.019	0.013	-0.005
Windspeed	0.112	-0.213	0.209	0.075	0.202	0.257	0.105	0.070	0.170	0.134	0.200	-0.249	-0.060	0.130	-0.078	-0.159	-0.127	0.245	-0.166	-0.177	-0.144	0.261	0.157	0.019	1.000	0.054	-0.009
lights	0.302	0.010	0.110	0.046	0.107	0.097	0.100	0.155	0.019	-0.004	-0.037	0.046	-0.018	0.023	-0.111	-0.004	-0.075	-0.072	-0.138	-0.083	-0.174	-0.073	-0.044	0.013	0.054	1.000	0.002
rv1	-0.009	0.002	-0.001	0.007	0.000	-0.002	-0.007	0.010	0.003	0.006	-0.001	0.022	-0.008	-0.010	-0.006	-0.004	-0.007	-0.014	-0.004	-0.005	-0.003	-0.014	-0.006	-0.005	-0.009	0.002	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Appliances	lights	T1	RH_1	T2	RH_2	T3	RH_3	T4	RH_4	T5	RH_5	T6	RH_6	T7	RH_7	T8	RH_8	T9	RH_9	T_out	Press_mm_hg	RH_out	Windspeed	Visibility	Tdewpoint	rv1
date
2016-01-11 17:00:00	60	30	19.890000	47.596667	19.20	44.790000	19.79	44.730000	19.000000	45.566667	17.166667	55.200000	7.026667	84.256667	17.200000	41.626667	18.2	48.900000	17.033333	45.53	6.600000	733.500000	92.000000	7.000000	63.000000	5.300000	13.275433
2016-01-11 17:10:00	60	30	19.890000	46.693333	19.20	44.722500	19.79	44.790000	19.000000	45.992500	17.166667	55.200000	6.833333	84.063333	17.200000	41.560000	18.2	48.863333	17.066667	45.56	6.483333	733.600000	92.000000	6.666667	59.166667	5.200000	18.606195
2016-01-11 17:20:00	50	30	19.890000	46.300000	19.20	44.626667	19.79	44.933333	18.926667	45.890000	17.166667	55.090000	6.560000	83.156667	17.200000	41.433333	18.2	48.730000	17.000000	45.50	6.366667	733.700000	92.000000	6.333333	55.333333	5.100000	28.642668
2016-01-11 17:30:00	50	40	19.890000	46.066667	19.20	44.590000	19.79	45.000000	18.890000	45.723333	17.166667	55.090000	6.433333	83.423333	17.133333	41.290000	18.1	48.590000	17.000000	45.40	6.250000	733.800000	92.000000	6.000000	51.500000	5.000000	45.410389
2016-01-11 17:40:00	60	40	19.890000	46.333333	19.20	44.530000	19.79	45.000000	18.890000	45.530000	17.200000	55.090000	6.366667	84.893333	17.200000	41.230000	18.1	48.590000	17.000000	45.40	6.133333	733.900000	92.000000	5.666667	47.666667	4.900000	10.084097
2016-01-11 17:50:00	50	40	19.890000	46.026667	19.20	44.500000	19.79	44.933333	18.890000	45.730000	17.133333	55.030000	6.300000	85.766667	17.133333	41.260000	18.1	48.590000	17.000000	45.29	6.016667	734.000000	92.000000	5.333333	43.833333	4.800000	44.919484
2016-01-11 18:00:00	60	50	19.890000	45.766667	19.20	44.500000	19.79	44.900000	18.890000	45.790000	17.100000	54.966667	6.263333	86.090000	17.133333	41.200000	18.1	48.590000	17.000000	45.29	5.900000	734.100000	92.000000	5.000000	40.000000	4.700000	47.233763
2016-01-11 18:10:00	60	50	19.856667	45.560000	19.20	44.500000	19.73	44.900000	18.890000	45.863333	17.100000	54.900000	6.190000	86.423333	17.100000	41.200000	18.1	48.590000	17.000000	45.29	5.916667	734.166667	91.833333	5.166667	40.000000	4.683333	33.039890
2016-01-11 18:20:00	60	40	19.790000	45.597500	19.20	44.433333	19.73	44.790000	18.890000	45.790000	17.166667	55.000000	6.123333	87.226667	17.166667	41.400000	18.1	48.590000	17.000000	45.29	5.933333	734.233333	91.666667	5.333333	40.000000	4.666667	31.455702
2016-01-11 18:30:00	70	40	19.856667	46.090000	19.23	44.400000	19.79	44.863333	18.890000	46.096667	17.100000	55.000000	6.190000	87.626667	17.200000	41.500000	18.1	48.590000	17.000000	45.29	5.950000	734.300000	91.500000	5.500000	40.000000	4.650000	3.089314

	Appliances	lights	T1	RH_1	T2	RH_2	T3	RH_3	T4	RH_4	T5	RH_5	T6	RH_6	T7	RH_7	T8	RH_8	T9	RH_9	T_out	Press_mm_hg	RH_out	Windspeed	Visibility	Tdewpoint	rv1
date
2016-05-27 16:30:00	220	0	25.426667	46.060000	26.000000	41.700000	28.000000	40.760000	24.7	45.400000	23.20	52.060000	26.530000	1.0	24.390000	44.368571	24.356667	51.333333	23.2	46.700000	22.900000	755.35	55.000000	2.500000	22.500000	13.300000	23.009520
2016-05-27 16:40:00	180	0	25.500000	46.530000	26.000000	41.725714	27.856667	40.500000	24.7	45.500000	23.20	52.000000	26.293333	1.0	24.500000	44.634000	24.434000	51.632000	23.2	46.652857	22.933333	755.30	55.000000	2.666667	22.333333	13.333333	25.296732
2016-05-27 16:50:00	120	0	25.500000	47.456667	26.000000	42.320000	27.663333	40.693333	24.7	45.560000	23.20	52.126667	25.833333	1.0	24.468571	44.668571	24.540000	51.500000	23.2	46.718000	22.966667	755.25	55.000000	2.833333	22.166667	13.366667	1.796395
2016-05-27 17:00:00	110	0	25.600000	47.193333	25.968571	42.528571	27.390000	41.030000	24.7	45.626667	23.20	52.260000	25.963333	1.0	24.500000	44.718000	24.600000	50.863333	23.2	46.751429	23.000000	755.20	55.000000	3.000000	22.000000	13.400000	18.248201
2016-05-27 17:10:00	90	0	25.533333	46.860000	25.978000	42.534000	27.323333	41.090000	24.7	45.626667	23.20	52.326667	25.630000	1.0	24.500000	44.764286	24.666667	50.445000	23.2	46.745000	22.866667	755.20	55.333333	3.166667	22.833333	13.366667	16.966162
2016-05-27 17:20:00	100	0	25.566667	46.560000	25.890000	42.025714	27.200000	41.163333	24.7	45.590000	23.20	52.400000	24.796667	1.0	24.500000	44.500000	24.700000	50.074000	23.2	46.790000	22.733333	755.20	55.666667	3.333333	23.666667	13.333333	43.096812
2016-05-27 17:30:00	90	0	25.500000	46.500000	25.754000	42.080000	27.133333	41.223333	24.7	45.590000	23.23	52.326667	24.196667	1.0	24.557143	44.414286	24.700000	49.790000	23.2	46.790000	22.600000	755.20	56.000000	3.500000	24.500000	13.300000	49.282940
2016-05-27 17:40:00	270	10	25.500000	46.596667	25.628571	42.768571	27.050000	41.690000	24.7	45.730000	23.23	52.266667	23.626667	1.0	24.540000	44.400000	24.700000	49.660000	23.2	46.790000	22.466667	755.20	56.333333	3.666667	25.333333	13.266667	29.199117
2016-05-27 17:50:00	420	10	25.500000	46.990000	25.414000	43.036000	26.890000	41.290000	24.7	45.790000	23.20	52.200000	22.433333	1.0	24.500000	44.295714	24.662500	49.518750	23.2	46.817500	22.333333	755.20	56.666667	3.833333	26.166667	13.233333	6.322784
2016-05-27 18:00:00	430	10	25.500000	46.600000	25.264286	42.971429	26.823333	41.156667	24.7	45.963333	23.20	52.200000	21.026667	1.0	24.500000	44.054000	24.736000	49.736000	23.2	46.845000	22.200000	755.20	57.000000	4.000000	27.000000	13.200000	34.118851

Overview

Variables

Interactions

Correlations

Missing values

Sample